Manufacturing

• Created simulation models for modular construction processes using 3D imaging and sensors
• Introduce the cognitive behavior graph to model the visual attention allocation within manufacturing scenarios for inferring the underlying operation knowledge
• Developed a large language model (LLM) augmented with a behavior knowledge graph to support decisions in operational tasks

Related publications

• Ruoxin Xiong, Miaosi Dong, Haoming Jing, Yorie Nakahira, Pingbo Tang, Knowledge embedded human-machine intelligence teaming for proactive waste reduction in customized building system production, 2024 ASCE International Conference on Computing in Civil Engineering (accepted).
• Miaosi Dong, Pingbo Tang, Ruoxin Xiong. Joint maintenance and production scheduling for flexible modular building manufacturing lines under uncertain machinery deterioration, 2024 ASCE Construction Research Congress (CRC), Ames, IA, 2024.